> For the complete documentation index, see [llms.txt](https://ersilia.gitbook.io/ersilia-workshops/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://ersilia.gitbook.io/ersilia-workshops/ai4dd-latam/sessions/tuesday-morning-demo.md).

# Tuesday morning (demo)

A blueprint for how to use sampling methods to discovery new candidates in hit-to-lead optimization stages

In this final session, we demonstrate a custom app to run multiple sampling methods from the Ersilia Model Hub, with the goal of identifying potential lead candidates starting from a hit compound.

## Materials

* [<mark style="color:$primary;">Demo app</mark>](https://ai2050-day3.streamlit.app/)


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